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. 2022 Mar 3;124:82–89. doi: 10.1016/j.isatra.2022.02.033

Table 1.

Test metrics comparison among different models on COVID X-ray data (Normal, Pneumonia, COVID-19) where Precision, Recall and F1-score are weighted average across classes.

S. No. Model Accuracy Precision Recall F1-Score
1 VggNet 0.896 0.90 0.90 0.89

2 Resnet 0.904 0.91 0.90 0.90

3 InceptionNet 0.900 0.91 0.90 0.90

4 Nasnet 0.861 0.87 0.86 0.86

6 INASNET 0.943 0.94 0.94 0.94